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A Comparison of CPU and GPU implementations for the LHCb Experiment Run 3 Trigger
The Large Hadron Collider beauty (LHCb) experiment at CERN is undergoing an upgrade in preparation for the Run 3 data collection period at the Large Hadron Collider (LHC). As part of this upgrade, the trigger is moving to a full software implementation operating at the LHC bunch crossing rate. We pr...
| Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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| Lenguaje: | eng |
| Publicado: |
2021
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| Materias: | |
| Acceso en línea: | https://dx.doi.org/10.1007/s41781-021-00070-2 http://cds.cern.ch/record/2766501 |
| _version_ | 1780971300527800320 |
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| author | Aaij, R. Adinolfi, M. Aiola, S. Akar, S. Albrecht, J. Alexander, M. Amato, S. Amhis, Y. Archilli, F. Bala, M. Bassi, G. Bian, L. Blago, M.P. Boettcher, T. Boldyrev, A. Borghi, S. Rodriguez, A. Brea Calefice, L. Gomez, M. Calvo Perez, D.H. Campora Cardini, A. Cattaneo, M. Chobanova, V. Ciezarek, G. Vidal, X. Cid Cobbledick, J.L. Coelho, J.A. B. Colombo, T. Contu, A. Couturier, B. Craik, D.C. Currie, R. d'Argent, P. De Cian, M. Derkach, D. Dordei, F. Dorigo, M. Dufour, L. Durante, P. Dziurda, A. Dzyuba, A. Easo, S. Esen, S. Declara, P. Fernandez Filippov, S. Fitzpatrick, C. Frank, M. Gandini, P. Gligorov, V.V. Golobardes, E. Graziani, G. Grillo, L. Günther, P.A. Hansmann-Menzemer, S. Hennequin, A.M. Henry, L. Hill, D. Hollitt, S.E. Hu, J. Hulsbergen, W. Hunter, R.J. Hushchyn, M. Jashal, B.K. Jones, C.R. Klaver, S. Klimaszewski, K. Kopecna, R. Krzemien, W. Kucharczyk, M. Lane, R. Lazzari, F. Le Gac, R. Li, P. Lopes, J.H. Martinez, M. Lucio Lupato, A. Lupton, O. Lyu, X. Machefert, F. Madejczyk, O. Malde, S. Marchand, J.F. Mariani, S. Benito, C. Marin Santos, D. Martinez Vidal, F. Martinez Matev, R. Mazurek, M. Mitreska, B. Mitzel, D.S. Morello, M.J. Mu, H. Muzzetto, P. Naik, P. Needham, M. Neri, N. Neufeld, N. Nolte, N.S. O'Hanlon, D. Oyanguren, A. Altarelli, M. Pepe Petrucci, S. Petruzzo, M. Pica, L. Pisani, F. Piucci, A. Polci, F. Poluektov, A. Polycarpo, E. Prouve, C. Punzi, G. Quagliani, R. Rabadan Trejo, R.I. Ramos Pernas, M. Rangel, M.S. Ratnikov, F. Raven, G. Reiss, F. Renaudin, V. Robbe, P. Ryzhikov, A. Santimaria, M. Saur, M. Schiller, M. Schwemmer, R. Sciascia, B. Solomin, A. Suljik, F. Skidmore, N. Sokoloff, M.D. Spradlin, P. Stahl, M. Stahl, S. Stevens, H. Sun, L. Szabelski, A. Szumlak, T. Szymanski, M. Tou, D.Y. Tuci, G. Usachov, A. Valls Canudas, N. Vazquez Gomez, R. Vecchi, S. Vesterinen, M. Vilasis-Cardona, X. Vom Bruch, D. Wang, Z. Wojton, T. Whitehead, M. Williams, M. Witek, M. Xie, Y. Xu, A. Yin, H. Zdybal, M. Zenaiev, O. Zhang, D. Zhang, L. Zhu, X. |
| author_facet | Aaij, R. Adinolfi, M. Aiola, S. Akar, S. Albrecht, J. Alexander, M. Amato, S. Amhis, Y. Archilli, F. Bala, M. Bassi, G. Bian, L. Blago, M.P. Boettcher, T. Boldyrev, A. Borghi, S. Rodriguez, A. Brea Calefice, L. Gomez, M. Calvo Perez, D.H. Campora Cardini, A. Cattaneo, M. Chobanova, V. Ciezarek, G. Vidal, X. Cid Cobbledick, J.L. Coelho, J.A. B. Colombo, T. Contu, A. Couturier, B. Craik, D.C. Currie, R. d'Argent, P. De Cian, M. Derkach, D. Dordei, F. Dorigo, M. Dufour, L. Durante, P. Dziurda, A. Dzyuba, A. Easo, S. Esen, S. Declara, P. Fernandez Filippov, S. Fitzpatrick, C. Frank, M. Gandini, P. Gligorov, V.V. Golobardes, E. Graziani, G. Grillo, L. Günther, P.A. Hansmann-Menzemer, S. Hennequin, A.M. Henry, L. Hill, D. Hollitt, S.E. Hu, J. Hulsbergen, W. Hunter, R.J. Hushchyn, M. Jashal, B.K. Jones, C.R. Klaver, S. Klimaszewski, K. Kopecna, R. Krzemien, W. Kucharczyk, M. Lane, R. Lazzari, F. Le Gac, R. Li, P. Lopes, J.H. Martinez, M. Lucio Lupato, A. Lupton, O. Lyu, X. Machefert, F. Madejczyk, O. Malde, S. Marchand, J.F. Mariani, S. Benito, C. Marin Santos, D. Martinez Vidal, F. Martinez Matev, R. Mazurek, M. Mitreska, B. Mitzel, D.S. Morello, M.J. Mu, H. Muzzetto, P. Naik, P. Needham, M. Neri, N. Neufeld, N. Nolte, N.S. O'Hanlon, D. Oyanguren, A. Altarelli, M. Pepe Petrucci, S. Petruzzo, M. Pica, L. Pisani, F. Piucci, A. Polci, F. Poluektov, A. Polycarpo, E. Prouve, C. Punzi, G. Quagliani, R. Rabadan Trejo, R.I. Ramos Pernas, M. Rangel, M.S. Ratnikov, F. Raven, G. Reiss, F. Renaudin, V. Robbe, P. Ryzhikov, A. Santimaria, M. Saur, M. Schiller, M. Schwemmer, R. Sciascia, B. Solomin, A. Suljik, F. Skidmore, N. Sokoloff, M.D. Spradlin, P. Stahl, M. Stahl, S. Stevens, H. Sun, L. Szabelski, A. Szumlak, T. Szymanski, M. Tou, D.Y. Tuci, G. Usachov, A. Valls Canudas, N. Vazquez Gomez, R. Vecchi, S. Vesterinen, M. Vilasis-Cardona, X. Vom Bruch, D. Wang, Z. Wojton, T. Whitehead, M. Williams, M. Witek, M. Xie, Y. Xu, A. Yin, H. Zdybal, M. Zenaiev, O. Zhang, D. Zhang, L. Zhu, X. |
| author_sort | Aaij, R. |
| collection | CERN |
| description | The Large Hadron Collider beauty (LHCb) experiment at CERN is undergoing an upgrade in preparation for the Run 3 data collection period at the Large Hadron Collider (LHC). As part of this upgrade, the trigger is moving to a full software implementation operating at the LHC bunch crossing rate. We present an evaluation of a CPU-based and a GPU-based implementation of the first stage of the high-level trigger. After a detailed comparison, both options are found to be viable. This document summarizes the performance and implementation details of these options, the outcome of which has led to the choice of the GPU-based implementation as the baseline. |
| id | oai-inspirehep.net-1862723 |
| institution | Organización Europea para la Investigación Nuclear |
| language | eng |
| publishDate | 2021 |
| record_format | invenio |
| spelling | oai-inspirehep.net-18627232023-10-12T05:59:09Zdoi:10.1007/s41781-021-00070-2http://cds.cern.ch/record/2766501engAaij, R.Adinolfi, M.Aiola, S.Akar, S.Albrecht, J.Alexander, M.Amato, S.Amhis, Y.Archilli, F.Bala, M.Bassi, G.Bian, L.Blago, M.P.Boettcher, T.Boldyrev, A.Borghi, S.Rodriguez, A. BreaCalefice, L.Gomez, M. CalvoPerez, D.H. CamporaCardini, A.Cattaneo, M.Chobanova, V.Ciezarek, G.Vidal, X. CidCobbledick, J.L.Coelho, J.A. B.Colombo, T.Contu, A.Couturier, B.Craik, D.C.Currie, R.d'Argent, P.De Cian, M.Derkach, D.Dordei, F.Dorigo, M.Dufour, L.Durante, P.Dziurda, A.Dzyuba, A.Easo, S.Esen, S.Declara, P. FernandezFilippov, S.Fitzpatrick, C.Frank, M.Gandini, P.Gligorov, V.V.Golobardes, E.Graziani, G.Grillo, L.Günther, P.A.Hansmann-Menzemer, S.Hennequin, A.M.Henry, L.Hill, D.Hollitt, S.E.Hu, J.Hulsbergen, W.Hunter, R.J.Hushchyn, M.Jashal, B.K.Jones, C.R.Klaver, S.Klimaszewski, K.Kopecna, R.Krzemien, W.Kucharczyk, M.Lane, R.Lazzari, F.Le Gac, R.Li, P.Lopes, J.H.Martinez, M. LucioLupato, A.Lupton, O.Lyu, X.Machefert, F.Madejczyk, O.Malde, S.Marchand, J.F.Mariani, S.Benito, C. MarinSantos, D. MartinezVidal, F. MartinezMatev, R.Mazurek, M.Mitreska, B.Mitzel, D.S.Morello, M.J.Mu, H.Muzzetto, P.Naik, P.Needham, M.Neri, N.Neufeld, N.Nolte, N.S.O'Hanlon, D.Oyanguren, A.Altarelli, M. PepePetrucci, S.Petruzzo, M.Pica, L.Pisani, F.Piucci, A.Polci, F.Poluektov, A.Polycarpo, E.Prouve, C.Punzi, G.Quagliani, R.Rabadan Trejo, R.I.Ramos Pernas, M.Rangel, M.S.Ratnikov, F.Raven, G.Reiss, F.Renaudin, V.Robbe, P.Ryzhikov, A.Santimaria, M.Saur, M.Schiller, M.Schwemmer, R.Sciascia, B.Solomin, A.Suljik, F.Skidmore, N.Sokoloff, M.D.Spradlin, P.Stahl, M.Stahl, S.Stevens, H.Sun, L.Szabelski, A.Szumlak, T.Szymanski, M.Tou, D.Y.Tuci, G.Usachov, A.Valls Canudas, N.Vazquez Gomez, R.Vecchi, S.Vesterinen, M.Vilasis-Cardona, X.Vom Bruch, D.Wang, Z.Wojton, T.Whitehead, M.Williams, M.Witek, M.Xie, Y.Xu, A.Yin, H.Zdybal, M.Zenaiev, O.Zhang, D.Zhang, L.Zhu, X.A Comparison of CPU and GPU implementations for the LHCb Experiment Run 3 Triggerphysics.ins-detDetectors and Experimental TechniquesThe Large Hadron Collider beauty (LHCb) experiment at CERN is undergoing an upgrade in preparation for the Run 3 data collection period at the Large Hadron Collider (LHC). As part of this upgrade, the trigger is moving to a full software implementation operating at the LHC bunch crossing rate. We present an evaluation of a CPU-based and a GPU-based implementation of the first stage of the high-level trigger. After a detailed comparison, both options are found to be viable. This document summarizes the performance and implementation details of these options, the outcome of which has led to the choice of the GPU-based implementation as the baseline.The LHCb experiment at CERN is undergoing an upgrade in preparation for the Run 3 data taking period of the LHC. As part of this upgrade the trigger is moving to a fully software implementation operating at the LHC bunch crossing rate. We present an evaluation of a CPU-based and a GPU-based implementation of the first stage of the High Level Trigger. After a detailed comparison both options are found to be viable. This document summarizes the performance and implementation details of these options, the outcome of which has led to the choice of the GPU-based implementation as the baseline.arXiv:2105.04031LHCb-DP-2021-003oai:inspirehep.net:18627232021-05-09 |
| spellingShingle | physics.ins-det Detectors and Experimental Techniques Aaij, R. Adinolfi, M. Aiola, S. Akar, S. Albrecht, J. Alexander, M. Amato, S. Amhis, Y. Archilli, F. Bala, M. Bassi, G. Bian, L. Blago, M.P. Boettcher, T. Boldyrev, A. Borghi, S. Rodriguez, A. Brea Calefice, L. Gomez, M. Calvo Perez, D.H. Campora Cardini, A. Cattaneo, M. Chobanova, V. Ciezarek, G. Vidal, X. Cid Cobbledick, J.L. Coelho, J.A. B. Colombo, T. Contu, A. Couturier, B. Craik, D.C. Currie, R. d'Argent, P. De Cian, M. Derkach, D. Dordei, F. Dorigo, M. Dufour, L. Durante, P. Dziurda, A. Dzyuba, A. Easo, S. Esen, S. Declara, P. Fernandez Filippov, S. Fitzpatrick, C. Frank, M. Gandini, P. Gligorov, V.V. Golobardes, E. Graziani, G. Grillo, L. Günther, P.A. Hansmann-Menzemer, S. Hennequin, A.M. Henry, L. Hill, D. Hollitt, S.E. Hu, J. Hulsbergen, W. Hunter, R.J. Hushchyn, M. Jashal, B.K. Jones, C.R. Klaver, S. Klimaszewski, K. Kopecna, R. Krzemien, W. Kucharczyk, M. Lane, R. Lazzari, F. Le Gac, R. Li, P. Lopes, J.H. Martinez, M. Lucio Lupato, A. Lupton, O. Lyu, X. Machefert, F. Madejczyk, O. Malde, S. Marchand, J.F. Mariani, S. Benito, C. Marin Santos, D. Martinez Vidal, F. Martinez Matev, R. Mazurek, M. Mitreska, B. Mitzel, D.S. Morello, M.J. Mu, H. Muzzetto, P. Naik, P. Needham, M. Neri, N. Neufeld, N. Nolte, N.S. O'Hanlon, D. Oyanguren, A. Altarelli, M. Pepe Petrucci, S. Petruzzo, M. Pica, L. Pisani, F. Piucci, A. Polci, F. Poluektov, A. Polycarpo, E. Prouve, C. Punzi, G. Quagliani, R. Rabadan Trejo, R.I. Ramos Pernas, M. Rangel, M.S. Ratnikov, F. Raven, G. Reiss, F. Renaudin, V. Robbe, P. Ryzhikov, A. Santimaria, M. Saur, M. Schiller, M. Schwemmer, R. Sciascia, B. Solomin, A. Suljik, F. Skidmore, N. Sokoloff, M.D. Spradlin, P. Stahl, M. Stahl, S. Stevens, H. Sun, L. Szabelski, A. Szumlak, T. Szymanski, M. Tou, D.Y. Tuci, G. Usachov, A. Valls Canudas, N. Vazquez Gomez, R. Vecchi, S. Vesterinen, M. Vilasis-Cardona, X. Vom Bruch, D. Wang, Z. Wojton, T. Whitehead, M. Williams, M. Witek, M. Xie, Y. Xu, A. Yin, H. Zdybal, M. Zenaiev, O. Zhang, D. Zhang, L. Zhu, X. A Comparison of CPU and GPU implementations for the LHCb Experiment Run 3 Trigger |
| title | A Comparison of CPU and GPU implementations for the LHCb Experiment Run 3 Trigger |
| title_full | A Comparison of CPU and GPU implementations for the LHCb Experiment Run 3 Trigger |
| title_fullStr | A Comparison of CPU and GPU implementations for the LHCb Experiment Run 3 Trigger |
| title_full_unstemmed | A Comparison of CPU and GPU implementations for the LHCb Experiment Run 3 Trigger |
| title_short | A Comparison of CPU and GPU implementations for the LHCb Experiment Run 3 Trigger |
| title_sort | comparison of cpu and gpu implementations for the lhcb experiment run 3 trigger |
| topic | physics.ins-det Detectors and Experimental Techniques |
| url | https://dx.doi.org/10.1007/s41781-021-00070-2 http://cds.cern.ch/record/2766501 |
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